Senior Machine Learning Scientist

Overstock.Com Midvale , UT 84047

Posted 2 months ago

Machine learning is a key initiative for Overstock as we strive to help our customers find great deals on furniture, dcor, and other items to make every home a dream home.

The Machine Learning Scientist focuses on core machine learning techniques that include search ranking, recommender systems, natural language processing, computer vision, deep learning, fraud and abuse detection, advertising technologies, personalization and predictive modeling. Our Machine Learning scientists have the opportunity to build cutting-edge e-commerce technologies in all these areas and apply their ideas in different products across our platform. We are looking for individuals who are passionate about machine learning and have a track record as production quality engineers. The Senior Machine Learning Scientist is self-sufficient and can hit the ground running.

Job Responsibilities

  • Design and implement core machine learning algorithms used by different product teams, included but not limited to: search ranking, recommender systems, natural language processing, computer vision, deep learning, fraud and abuse detection, advertising technologies, personalization, marketing, CRM and supply chain

  • Design A/B tests across various products to validate the performance of machine learning models

  • Offline evaluation of machine learning models and establish a correlation between online A/B tests and offline metrics

  • Implement machine learning models in production using various in house and on cloud technologies available to the machine learning team

  • Report results of machine learning models in peer-reviewed papers and technical manuals.

Job Requirements

  • Minimum of three years of industry experience as a machine learning scientist or a data scientist

  • Strong analytical and quantitative skills. You are familiar with techniques in machine learning, deep learning, NLP, computer vision and or related fields.

  • Strong technical and programming skills.

  • Excellent collaborator and communicator and are eager to learn and grow!

Skills

  • Experience in machine learning, data mining, recommendation systems, learning to rank, deep learning, natural language processing and related fields.

  • Strong technical skills in programming. Especially writing production quality code.

  • A Ph.D. in computer science, natural language processing, deep learning, computer vision or a related field.

  • Familiarity with relevant technologies (e.g. Python, Java, and etc.).

  • Experience with big data technologies such as Hadoop/Spark

  • Previous history of writing and reviewing technical papers

  • Ability to come up with creative solutions and quickly prototype them

  • Strong desire to collaborate and develop new technologies

  • Willingness to learn new tools and flexibility to adapt to different deployment pipelines

  • Strong communication abilities and willingness to lead and inspire other engineers

Education

Master degree in Computer Science, with experience in natural language processing, deep learning, computer vision or a related field. Ph.D. degree preferred.

Physical Requirements

Equal Employment Opportunity. It is our policy to provide equal employment opportunity for all applicants and associates. This policy includes our commitment to ensure that all employment decisions are made without regard to race, color, religion, gender, national origin, disability, pregnancy, veteran status (including Vietnam era veterans), age, sexual orientation, gender identity, or any other non-job-related characteristic protected by law.

What We Offer:

  • 401k (6% match)

  • Flexible Schedules

  • Tuition Reimbursement, Leadership development Program, & Mentorship Program

  • Onsite Fitness Center with group fitness classes and trainers

  • Onsite Cafe with additional Coffee Shop and Juice Bar

  • Onsite Greenhouse, providing fresh fruits & vegetables for our cafe

  • Overstock Women's Network (OWN)

  • And More

  • *Benefits vary based on location, position, tenure, and employee election

Physical Requirements:

This position requires you to sit, stand and perform general office functions. You may also be required to lift up to 25 pounds occasionally. Bending, stooping and reaching are also frequently required.

Equal Employment Opportunity:

It is our policy to provide equal employment opportunity for all applicants and associates. This policy includes our commitment to ensure that all employment decisions are made without regard to race, color, religion, gender, national origin, disability, pregnancy, veteran status (including Vietnam era veterans), age, sexual orientation, gender identity, or any other non-job-related characteristic protected by law.

Back to Overstock Careers


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Senior Machine Learning Scientist

Overstock.Com